Description

This analysis provides a forecast of XRP prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-05-11 1.129826 1.375124 1.689880 2.136329 2.776682 3.703836 5.239682
2025-05-18 0.818849 1.091809 1.497166 2.189945 3.466519 6.072778 13.403153
2025-05-25 0.671223 0.950062 1.407745 2.307854 4.363918 10.367055 47.807525
2025-06-01 0.564535 0.830520 1.297266 2.312134 5.062246 16.402250 298.135386
2025-06-08 0.481158 0.725922 1.174991 2.222480 5.454663 23.710744 149691.216342
2025-06-15 0.437630 0.679136 1.145315 2.327621 6.642630 47.181501 NaN
2025-06-22 0.395810 0.626610 1.088713 2.336594 7.559262 92.977478 NaN
2025-06-29 0.356971 0.572887 1.016279 2.268521 8.086806 176.815127 NaN
2025-07-06 0.326646 0.530870 0.960281 2.226160 8.764916 446.412371 NaN
2025-07-13 0.314824 0.523112 0.979897 2.437141 11.750575 NaN NaN
2025-07-20 0.299527 0.505923 0.973110 2.558526 14.760817 NaN NaN
2025-07-27 0.280595 0.478664 0.935750 2.548271 16.643437 NaN NaN
2025-08-03 0.259603 0.445251 0.878246 2.439227 17.147948 NaN NaN
2025-08-10 0.247162 0.428872 0.862536 2.502608 20.963241 NaN NaN
2025-08-17 0.238435 0.419474 0.863618 2.645692 28.310396 NaN NaN
2025-08-24 0.226469 0.401555 0.837931 2.650840 33.349487 NaN NaN
2025-08-31 0.212665 0.378215 0.793354 2.541702 34.214587 NaN NaN
2025-09-07 0.206236 0.370955 0.793646 2.669713 47.877141 NaN NaN
2025-09-14 0.197541 0.357639 0.774018 2.680662 58.392508 NaN NaN
2025-09-21 0.187558 0.340511 0.740605 2.597689 61.987264 NaN NaN
2025-09-28 0.179075 0.326267 0.714128 2.546170 68.802087 NaN NaN
2025-10-05 0.177246 0.327500 0.735209 2.803628 139.771009 NaN NaN
2025-10-12 0.173249 0.323165 0.738183 2.952716 264.273670 NaN NaN